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Semantic Segmentation

Papers

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Showing 6401–6425 of 14763 papers

TitleStatusHype
_1DecNet+: A new architecture framework by _1 decomposition and iteration unfolding for sparse feature segmentation—0
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels—0
Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation—0
IEOPF: An Active Contour Model for Image Segmentation with Inhomogeneities Estimated by Orthogonal Primary Functions—0
An image segmentation algorithm based on multi-scale feature pyramid network—0
MedUHIP: Towards Human-In-the-Loop Medical Segmentation—0
Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation—0
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme—0
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation—0
IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection—0
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation—0
ConnectedUNets++: Mass Segmentation from Whole Mammographic Images—0
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models—0
ILabel: Interactive Neural Scene Labelling—0
Joint reconstruction-segmentation on graphs—0
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection—0
CongNaMul: A Dataset for Advanced Image Processing of Soybean Sprouts—0
Cubic Spline Interpolation Segmenting over Conventional Segmentation Procedures: Application and Advantages—0
Fusion of Image Segmentation Algorithms using Consensus Clustering—0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal—0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation—0
Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving—0
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation—0
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation—0
Joint Optical Neuroimaging Denoising with Semantic Tasks—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified